skills.rest
marketcallsmarketcallsCommunity·6 Agent Skills Included

vectorbt-backtesting-skills

Backtest trading strategies across Indian, US, and crypto markets

Generates complete trading strategy backtests with realistic fees, benchmark comparisons, and plain-language performance reports. Optimizes strategy parameters with heatmaps, compares multiple strategies side by side, and validates results with walk-forward and Monte Carlo testing. Eliminates manual spreadsheet analysis and guesswork so traders can test ideas on Indian, US, and crypto markets in minutes.
186|44
↗
npx skills add marketcalls/vectorbt-backtesting-skills --all -g -y

All Skills in This Repository (6)

Pure Emerald Level Indicators
📦 In Repo
marketcallsmarketcalls

vectorbt-expert

Document vectorbt-expert Skill metadata and VectorBT backtest workflows.

Community
Advanced
📦 In Repo
marketcallsmarketcalls

quick-stats

Fetch inline EMA 10/20 crossover backtest stats for a symbol using TA-Lib and Plotly.

Community
Intermediate
📦 In Repo
marketcallsmarketcalls

optimize

Exhaustively test VectorBT strategy parameter combinations and score results.

Community
Advanced
📦 In Repo
marketcallsmarketcalls

strategy-compare

Compare multiple trading strategies on the same symbol using vectorbt-expert rules.

Community
Advanced
📦 In Repo
marketcallsmarketcalls

setup

Automate Python backtesting environment setup for VectorBT and OpenAlgo.

Community
Advanced
📦 In Repo
marketcallsmarketcalls

backtest

Generate a complete VectorBT backtest script for a specified strategy and symbol.

Community
Intermediate

Frequently Asked Questions

FAQPage Schema
How to install VectorBT Backtesting Skills?▼

Run `npx skills add marketcalls/vectorbt-backtesting-skills --all -g -y` in your terminal to install all backtesting skills globally.

How to backtest a trading strategy with AI?▼

Use the /backtest command with a strategy and symbol, like /backtest ema-crossover RELIANCE NSE D, and your agent generates a complete script with fees, benchmark comparison, and charts.

Which markets does this support?▼

It supports Indian markets via OpenAlgo, US stocks via yfinance, and crypto via yfinance or CCXT, each with realistic market-specific transaction costs.

Can I optimize strategy parameters automatically?▼

Yes. The /optimize skill runs a parameter grid search, shows Plotly heatmaps, and compares the best parameters against the benchmark.

Do I need coding experience to run backtests?▼

No. You type simple commands in plain English and your AI coding agent writes, runs, and explains the full backtest for you.

Related Repositories in Finance & Accounting

View All in Finance & Accounting→
ccxtccxt
43.6k

ccxt

Trade and pull market data from 100+ crypto exchanges

Official📦 4 Skills
anthropicsanthropics
34.6k

financial-services

AI agents for banking, research, fund admin, and wealth workflows

Official📦 53 Skills
anthropicsanthropics
34.6k

financial-services-plugins

AI agents for banking, research, fund admin, and wealth workflows

Official📦 58 Skills